Under this missingness pattern, \(n_{\min }^\ast = n_0\) , and the problem essentially becomes complete data problem with \(n_0\)  samples. Now, Propositions REF , REF  directly follow Theorem 3 of Cai et al. [1]} and Theorem 2 of Cai and Zhou [2]}, respectively.
